Machine Learning Engineer

3 weeks ago


Johnston, United States FM Corporation Full time
Job Description

We are seeking a highly skilled Data Scientist IV to join our team at FM Corporation. As a key member of our AI/ML team, you will be responsible for developing and deploying machine learning models that have a significant impact on our customers.

About the Role

This is an exciting opportunity to work with a dynamic team of data scientists, engineers, and business stakeholders to design, develop, and deploy AI/ML solutions that drive business growth and improvement. You will be working closely with cross-functional teams to ensure smooth integration of ML models into production environments.

Responsibilities

  • Design and implement MLOps architecture solutions that align with best practices and organizational needs
  • Establish and maintain robust DevOps pipelines for continuous integration and deployment of ML models
  • Configure and manage MLflow on Databricks for model lifecycle management
  • Implement monitoring systems to track model performance, data drift, and system health
  • Set up alerting mechanisms to promptly notify stakeholders of any issues in the ML pipeline

Requirements

  • 8+ years of experience in MLOps, data engineering, or software development
  • Strong proficiency in both R and Python programming languages
  • Expert-level knowledge in translating programming in Python, maintaining functionality and performance
  • Databricks experience: In-depth knowledge of Databricks platform, including Delta Lake and Spark
  • MLflow: Proficiency in using MLflow for model tracking, versioning, and deployment

Benefits

  • Average salary: $170,000 per year
  • Comprehensive Total Rewards program that includes an incentive plan, generous health and well-being programs, a 401(k) and pension plan, career development opportunities, tuition reimbursement, flexible work, paid time off allowances and much more


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